Description

This analysis provides a forecast of ALGO prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-06-01 0.165612 0.181727 0.199327 0.220082 0.244029 0.270960 0.303778
2025-06-08 0.138634 0.160571 0.186487 0.219820 0.262239 0.315398 0.388701
2025-06-15 0.122706 0.147657 0.178859 0.221704 0.280628 0.361465 0.485943
2025-06-22 0.107002 0.132074 0.164652 0.211474 0.279577 0.379608 0.547796
2025-06-29 0.095920 0.120815 0.154178 0.203965 0.279904 0.398324 0.614182
2025-07-06 0.087787 0.112489 0.146482 0.198905 0.282343 0.419855 0.690829
2025-07-13 0.084158 0.109888 0.146346 0.204690 0.302226 0.473923 0.846835
2025-07-20 0.081464 0.108263 0.147303 0.212056 0.325704 0.539767 1.056432
2025-07-27 0.078897 0.106531 0.147815 0.218594 0.348697 0.610619 1.316252
2025-08-03 0.076305 0.104501 0.147589 0.223732 0.369887 0.683721 1.630360
2025-08-10 0.072635 0.100528 0.143881 0.222276 0.377886 0.729684 1.897064
2025-08-17 0.067836 0.094488 0.136342 0.213106 0.368704 0.732232 2.017665
2025-08-24 0.064301 0.090311 0.131712 0.209078 0.370340 0.764363 2.289027
2025-08-31 0.061653 0.087396 0.128993 0.208382 0.379256 0.819357 2.723851
2025-09-07 0.059637 0.085360 0.127591 0.210021 0.393725 0.895550 3.376666
2025-09-14 0.055979 0.080442 0.120868 0.200513 0.380621 0.885207 3.534676
2025-09-21 0.053004 0.076508 0.115634 0.193539 0.372681 0.889476 3.806422
2025-09-28 0.050603 0.073409 0.111692 0.188838 0.369668 0.909462 4.236157
2025-10-05 0.049872 0.073056 0.112607 0.194211 0.392937 1.029127 5.787817
2025-10-12 0.049370 0.073052 0.114138 0.201046 0.421572 1.185012 8.464918
2025-10-19 0.048770 0.072838 0.115255 0.207106 0.449592 1.357581 12.798776
2025-10-26 0.048023 0.072325 0.115764 0.211866 0.475111 1.538798 19.901583
2025-11-02 0.046589 0.070530 0.113704 0.210517 0.482050 1.635863 26.952092